Sensors and Responsible Multimodal AI for On-Device Applications
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Physical Sensors".
Deadline for manuscript submissions: 30 June 2026 | Viewed by 1
Special Issue Editors
Interests: multimodal AI; responsible AI; on-device AI
Special Issue Information
Dear Colleagues,
Recent advances in low-power processors and compact sensor arrays have moved artificial intelligence from distant cloud servers to everyday devices such as smartphones, wearables, and autonomous robots. These edge systems now combine camera, audio, inertial, and biomedical signals to understand complex real-world contexts in real time. While this shift unlocks faster responses and stronger privacy, it also raises novel challenges in fairness, transparency, and energy use. This Special Issue invites research that unites sensor innovation with lightweight, multimodal machine learning under clear principles of responsible AI. We welcome studies on algorithms, hardware–software co-design, datasets, and case-study deployments that demonstrate how trustworthy intelligence can run locally, conserve resources, and respect user data.
Dr. Taehoon Kim
Dr. YoungJoon Yoo
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Sensors is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- on-device AI
- multimodal sensor fusion
- TinyML and model compression
- privacy-preserving learning
- federated or split learning
- energy-efficient inference
- fairness and accountability in AI
- wearable and IoT sensing
- edge hardware acceleration
- real-world benchmarking
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.